Benchmark:
MOT16 |
Short name:
GMMCP
Detector:
Public
Description:
n/a
Reference:
A. Dehghan, S. Assari, M. Shah.. GMMCP-Tracker:Globally Optimal Generalized Maximum Multi Clique Problem for Multiple Object Tracking. In CVPR, 2015.
Last submitted:
November 14, 2017 (6 years ago)
Published:
November 15, 2017 at 09:57:17 CET
Submissions:
1
Project page / code:
Open source:
Yes
Hardware:
1 Cores, 3 GHZ
Runtime:
0.5 Hz
Benchmark performance:
Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
MOT16 | 38.1 | 35.5 | 28.7 | 65 (8.6) | 386 (50.9) | 6,607 | 105,315 | 42.2 | 92.1 | 26.3 | 31.4 | 27.4 | 76.3 | 33.2 | 72.3 | 79.1 | 1.1 | 937 (22.2) | 1,669 (39.5) |
Detailed performance:
Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
MOT16-01 | 29.0 | 31.4 | 25.2 | 2 | 11 | 100 | 4,416 | 30.9 | 95.2 | 28.2 | 22.7 | 30.5 | 66.9 | 23.4 | 71.9 | 77.0 | 0.2 | 25 | 71 |
MOT16-03 | 44.3 | 37.3 | 30.3 | 22 | 37 | 4,575 | 53,102 | 49.2 | 91.8 | 25.4 | 36.3 | 26.4 | 76.6 | 38.6 | 72.1 | 79.2 | 3.1 | 538 | 1,007 |
MOT16-06 | 38.1 | 40.2 | 31.5 | 20 | 128 | 187 | 6,879 | 40.4 | 96.1 | 33.1 | 30.1 | 35.1 | 75.1 | 31.1 | 74.1 | 78.5 | 0.2 | 76 | 84 |
MOT16-07 | 35.1 | 35.1 | 27.6 | 5 | 25 | 418 | 10,082 | 38.2 | 93.7 | 26.9 | 28.6 | 28.0 | 75.5 | 29.7 | 72.7 | 77.7 | 0.8 | 87 | 204 |
MOT16-08 | 27.8 | 32.7 | 27.3 | 5 | 30 | 577 | 11,437 | 31.7 | 90.2 | 30.1 | 24.9 | 31.3 | 78.2 | 26.0 | 74.2 | 81.5 | 0.9 | 63 | 88 |
MOT16-12 | 36.9 | 34.3 | 28.2 | 10 | 46 | 335 | 4,836 | 41.7 | 91.2 | 25.4 | 31.3 | 26.2 | 76.3 | 33.1 | 72.3 | 80.0 | 0.4 | 66 | 61 |
MOT16-14 | 18.5 | 24.8 | 18.8 | 1 | 109 | 415 | 14,563 | 21.2 | 90.4 | 22.5 | 15.9 | 23.5 | 74.3 | 16.4 | 69.8 | 77.8 | 0.6 | 82 | 154 |
Raw data: